Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9603659 0.8518293 0.5859542
bt 0.9320122 0.7762195 0.4819703
maxnet 0.9304878 0.7893293 NA
gam 0.9310976 0.7893293 0.5085544
glm 0.9274390 0.8012195 0.4557306

Variable Importance

Partial Dependence